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  1. r2_score — scikit-learn 1.8.0 documentation

    1 ], [ - 1 , 1 ], [ 7 , - 6 ]] >>>...cross-validation). Added in version 1.1. Returns : z float or ndarray...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html
    Mon Feb 16 16:33:27 GMT 2026
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  2. MeanShift — scikit-learn 1.8.0 documentation

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...clustering . labels_ array([1, 1, 1, 0, 0, 0]) >>> clustering...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.MeanShift.html
    Mon Feb 16 16:32:35 GMT 2026
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  3. balanced_accuracy_score — scikit-learn 1....

    1 , 0 , 0 , 1 , 0 ] >>> y_pred = [ 0 , 1 , 0 ,...each class. The best value is 1 and the worst value is 0 when...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.balanced_accuracy_score.html
    Mon Feb 16 16:32:33 GMT 2026
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  4. dict_learning — scikit-learn 1.8.0 docume...

    1 ( U , V ) with || V_k || _2 = 1 for all 0 <=...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning.html
    Mon Feb 16 16:32:33 GMT 2026
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  5. MultiLabelBinarizer — scikit-learn 1.8.0 ...

    fit_transform ([( 1 , 2 ), ( 3 ,)]) array([[1, 1, 0], [0, 0, 1]]) >>>...'comedy' }]) array([[0, 1, 1], [1, 0, 0]]) >>> list...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MultiLabelBinarizer.html
    Mon Feb 16 16:32:34 GMT 2026
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  6. Plot classification probability — scikit-...

    GaussianProcessClass ( kernel = 1.0 * RBF ([ 1.0 , 1.0 ])), "Logistic...LogisticRegression ( C = 0.1 ), "Logistic regression \n (C=1)" : LogisticRegression...
    scikit-learn.org/stable/auto_examples/classification/plot_classification_probability.html
    Mon Feb 16 16:33:25 GMT 2026
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  7. DBSCAN — scikit-learn 1.8.0 documentation

    1, 1, -1]) >>> clustering...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html
    Mon Feb 16 16:32:35 GMT 2026
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  8. DummyClassifier — scikit-learn 1.8.0 docu...

    ([ - 1 , 1 , 1 , 1 ]) >>> y = np . array ([ 0 , 1 , 1...dummy_clf . predict ( X ) array([1, 1, 1, 1]) >>> dummy_clf...
    scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html
    Mon Feb 16 16:33:27 GMT 2026
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  9. QuadraticDiscriminantAnalysis — scikit-le...

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...2 , 1 ], [ 3 , 2 ]]) >>> y = np . array ([ 1 , 1 , 1...
    scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.QuadraticDiscriminantAnal...
    Mon Feb 16 16:32:33 GMT 2026
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  10. Introducing the set_output API — scikit-l...

    798301 -1.271411 -1.327605 12 -1.244466 -0.086944 -1.327407 -1.459074...60 5.0 2.0 3.5 1.0 1 4.9 3.0 1.4 0.2 8 4.4 2.9 1.4 0.2 93 5.0 2.3...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html
    Mon Feb 16 16:32:34 GMT 2026
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